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王怀智      副研究员

性别:

邮箱: wanghz@szu.edu.cn

办公室: S626

人才称号: 深圳市孔雀计划C类、深圳南山区领航C类

最终学位: 博士(PhD)

办公电话:

导师资格: 硕士生导师

研究领域:

电力信息融合系统:包括
(1)电气设备研发 (风力发电机、固态变压器、潮流控制器、储能、DSP、嵌入式);
(2)大数据、人工智能 (机器学习、深度学习、VC、Phython、预测、状态估计);
(3)系统控制 (控制理论、系统稳定性、多端直流输电、网络控制)
该导师长期招聘博士后、副研究员、RA(Research Assistant),欢迎邮件联系。

主讲本科课程:

Microcomputer Principle and Interface Technology
微机原理与接口技术

主讲研究生课程:

System Engineering
系统工程

教育背景:

1. 2012/09-2015/07,South China University of Technology, Electrical Engineering, PhD
2. 2009/09-2012/07, Shenzhen University, Control Theory and Control Engineering, M.S.
3. 2005/09-2009/07, Shenzhen University, Automation Science, B.Sc.

工作履历:

1. 2014/05-2015/05, Hong Kong Polytechnic University, Department of Electrical Engineering, Research Assistant
2. 2015/07-2017/09, Shenzhen University, Department of Automation Science, Assistant Professor (助理教授)
3. 2017/09-Now, Shenzhen University, Department of Automation Science, Associate Research Professor (副研究员)

主持项目:

该导师为深圳市孔雀C类海外人才、深圳南山区领航人才。主要研究方向为电力信息融合系统,包括智能电网、人工智能、机器学习、大数据、电力电子、信息通信。科研能力突出,已发表国内外论文三十余篇,其中包括国际能源领域顶级SCI期刊5篇(1篇为国际同领域的热点论文,2篇为国际同领域的高被引论文)、国际电力系统领域顶级SCI期刊1篇和国际信息通信领域顶级SCI期刊2篇。曾任国际会议IEEE PES ISGT的分会主席,曾获国际会议IET APSCOM 2018 Hong Kong最佳论文奖、IEEE PowerCon 2018 Guangzhou最佳论文奖,并获评IEEE TSG 2018 年度最佳审稿人。该导师与欧美、澳大利亚、香港等国家和地区的大学建立了密切的学术交流关系,与南方电网各单位长期保持密切学术合作关系,可为研究生海外求学和就业提供有益帮助。向研究生提供优良的研究环境和充裕的固定生活补助,团队(深圳大学智能电网研究所)学术氛围浓厚、团结奋进,欢迎各位同学咨询(咨询前请提供本科成绩单;编程能力强、数学英语基础好、勤奋的同学优先)。

1. 2018.01-2020.12, Research on equilibrium-inspired coordination control methodology of AGC for smart grid under continuous random disturbance, NSFC
2. 2017.06-2019.06, Research on Power System Frequency Dynamic and Interactive Model and High-Dimensional Multiobjective Deep Coordinated Control Algorithm, Guangdong Natural Science Foundation

代表期刊论文:

[1] Huai-zhi Wang, Gui-bin Wang, Gang-qiang Li, Jian-chun Peng, Yi-tao Liu, Deep belief network based deterministic and probabilistic wind speed forecasting approach, Applied Energy, 2016.11.15, 182: 80~93.(ESI前0.1%热点论文,ESI前1%高被引论文,中科院JCR大类一区、小类一区,顶级期刊)
[2] Huai-zhi Wang, Gang-qiang Li, Gui-bin Wang, Jian-chun Peng, Hui Jiang, Yi-tao Liu, Deep learning based ensemble approach for probabilistic wind power forecasting, Applied Energy, 2017.2.15, 2017(188): 56~70.(ESI前1%高被引论文,中科院JCR大类一区、小类一区,顶级期刊)
[3] Huai-zhi Wang, Rong-quan Zhang, Jian-chun Peng, Yi-tao Liu, Hui Jiang, GPNBI-inspired MOSFA for Pareto operation optimization of integrated energy system, Energy Conversion and Management, 2017.12.1, 202: 57~73. (中科院JCR大类一区、小类一区,顶级期刊)
[4] Huai-zhi Wang, Hao-fan Lin, Tao Yu, Zhao Xu, Y. Mishra, Dynamic Equivalent Based Reliability Evaluation of Distribution Systems with DGs, IET Generation Transmission & Distribution, 2016.3.15, 101(32): 78~89.
[5] Huaizhi Wang, Haiyan Yi, Jianchun Peng, Guibin Wang, Yitao Liu, Hui Jiang, Wenxin Liu, Deterministic and probabilistic forecasting of photovoltaic power based on deep convolutional neural network, In Energy Conversion and Management, Volume 153, 2017, Pages 409-422. (中科院JCR大类一区、小类一区,顶级期刊)
[6] Huaizhi Wang, et al., "Deep Learning Based Interval State Estimation of AC Smart Grids against Sparse Cyber Attacks," in IEEE Transactions on Industrial Informatics, vol. PP, no. 99, pp. 1-1.(中科院JCR大类一区、小类一区,顶级期刊)
[7] Huaizhi Wang, Xian Zhang*, Qing Li, Guibin Wang, Hui Jiang and Jianchun Peng, "Recursive Method for Distribution System Reliability Evaluation," in Energies, vol. 11, pp. 2681.(中科院JCR大类三区)
[8] Tao Yu, Huai-zhi Wang, Zhou Bin*, K.W.Chan, Jie Tang, Multi-Agent Correlated Equilibrium Q(λ) Learning for Coordinated Smart Generation Control of Interconnected Power Grids,IEEE Transactions on Power Systems,2015.9.30,30(4):2726~2729.
[9] Gui-bin Wang, Xian Zhang, Huai-zhi Wang*, et al., "Robust Planning of Electric Vehicle Charging Facilities with Advanced Evaluation Method," in IEEE Transactions on Industrial Informatics, vol. PP, no. 99, pp. 1-1.(中科院JCR大类一区、小类一区,顶级期刊)
[10] Xian Zhang, Huaizhi Wang*, Jian-chun Peng, Yitao Liu, Guibin Wang, Hui Jiang, GPNBI inspired MOSDE for electric power dispatch considering wind energy penetration, Energy, Volume 144, 1 February 2018, Pages 404-419, ISSN 0360-5442. (中科院JCR大类一区、小类一区,顶级期刊)
[11] Sunhua Huang, Bin Zhou, Canbing Li, Qiuwei Wu, Shiwei Xia, Huaizhi Wang, Hanyu Yang, Fractional-order modeling and sliding mode control of energy-saving and emission-reduction dynamic evolution system, International Journal of Electrical Power & Energy Systems, Volume 100, September 2018, Pages 400-410.
[12] Yitao Liu, Shan Yin, Xuewei Pan, Huaizhi Wang, Guibin Wang and Jianchun Peng, Effects of Nonlinearity in Input Filter on the Dynamic Behavior of an Interleaved Boost PFC Converter, Energies 2017, 10(10), 1530; doi:10.3390/en10101530.
[13] Xueqian Fu, Gengyin Li, Huaizhi Wang, Use of a second-order reliability method to estimate the failure probability of an integrated energy system, Energy,Volume 161,2018,Pages 425-434,ISSN 0360-5442.(中科院JCR大类一区、小类一区,顶级期刊)

代表会议论文:

[1] J. Ruan, H. Wang*, S. Aziz, G. Wang, B. Zhou and X. Fu, "Interval state estimation based defense mechanism against cyber attack on power systems," 2017 IEEE Conference on Energy Internet and Energy System Integration (EI2), Beijing, 2017, pp. 1-5.
[2] H Yi, H Wang, R Zhang, J Peng, Forecasting Photovoltaic Power using a Convolutional Neural Network and the Wavelet Transformation, DEStech Transactions on Computer Science and Engineering, vol. PP, no. 99, pp. 1-1.
[3] Y. Liu, Z. Song, H. Wang, G. Wang, J. Peng and S. Yin, "Comparative evaluation of WBG and Si power devices for the flyback converter," IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, 2017, pp. 964-969.
[4] Y. Liu, D. Jin, H. Wang, G. Wang, J. Peng and S. Yin, "Double closed-loop control strategy of LCL three-phase grid-connected inverter," IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, 2017, pp. 1107-1112.
[5] Y. Liu, Jianchun Peng, Guibin Wang, Huaizhi Wang and K. Y. See, "LCL filter design and analysis of grid-connected converter for power quality and EMI compliance," 2016 Asia-Pacific International Symposium on Electromagnetic Compatibility (APEMC), Shenzhen, 2016, pp. 142-144.
[6] Yitao Liu, Dianheng Jin, Huaizhi Wang, Guibin Wang, Jianchun Peng and Y. Shan, "Magnetic components design of LCL filter in the grid connected power converter," 2017 IEEE 3rd International Future Energy Electronics Conference and ECCE Asia (IFEEC 2017 - ECCE Asia), Kaohsiung, 2017, pp. 1189-1193.
[7] Y. Liu, Jianchun Peng, Guibin Wang, Huaizhi Wang and K. Y. See, "THD and EMI performance study of foil-wound inductor of LCL filter for high power density converter," 2016 IEEE 8th International Power Electronics and Motion Control Conference (IPEMC-ECCE Asia), Hefei, 2016, pp. 3467-3471.

代表专利:

None

代表著作:

None

获得荣誉:

• Peacock Program for Overseas High-Level Talents in Shenzhen (2018,孔雀C类);
• Pilot Talent in Nanshan District, Shenzhen (2018,领航人才);
• Highly Cited Paper Award from Essential Science indicator (2018,高被引论文);
• The First Paper Award in Shenzhen University (2017,深圳大学论文一等奖);
• The 3nd Paper Award in Shenzhen University (2017,深圳大学论文三等奖);
• The First Paper Award in Shenzhen University (2018,深圳大学论文一等奖);
• Best Paper Award of IEEE PowerCon (2018, 国际会议最佳论文奖)
• Best Paper Award of IET APSCOM (2018, 国际会议最佳论文奖)
• Best Reviewer of IEEE T Smart Grid (2018, TSG年度最佳审稿人)

主要学术兼职:

• IEEE Member;
• IEEE PES Member;
• Technical Section Chair of IEEE ISGT Conference (2018) (IEEE智能电网创新技术国际会议分会主席);
• Reviewers for IEEE Transactions on Power Systems, IEEE Transactions on Smart Grid, IEEE Transactions on Sustainable Energy, IEEE Transactions on Industrial Informatics, Applied Energy, Energy, Energy Conversion and Management, etc.

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